Ablation study on CT cross-validation folds
| Model | ROC-AUC | Accuracy | Sensitivity | Specificity |
|---|---|---|---|---|
| NCCT-DL | 0.7404 (0.0560) | 0.7813 (0.0221) | 0.7882 (0.1377) | 0.7629 (0.0819) |
| CTA-DL | 0.7385 (0.0535) | 0.7812 (0.0442) | 0.7823 (0.1080) | 0.8026 (0.1246) |
| MNT-DL | 0.7801 (0.0320) | 0.7979 (0.0592) | 0.7923 (0.1303) | 0.8066 (0.0947) |
| MNT-DL+SSL | 0.8719 (0.0831)a | 0.8688 (0.0640) | 0.9381 (0.0852) | 0.8058 (0.1202) |
↵a Best performance.